Table Data - All Employees: Wholesale Trade in Winston-Salem, NC (MSA)

Title All Employees: Wholesale Trade in Winston-Salem, NC (MSA)
Series ID SMU37491804100000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-05-01
Last Updated 2026-06-24 10:14 AM CDT
Notes The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.
DATE VALUE
1990-01-01 7.83701475718279
1990-02-01 7.83623810795126
1990-03-01 7.90978404151889
1990-04-01 7.96685715199014
1990-05-01 7.93585707726966
1990-06-01 7.95866475635858
1990-07-01 7.95311252627156
1990-08-01 7.87817066101485
1990-09-01 7.86669036658889
1990-10-01 7.88371142006159
1990-11-01 7.92320247987797
1990-12-01 7.85360087736658
1991-01-01 7.82787672696016
1991-02-01 7.83577256665963
1991-03-01 7.81392625965611
1991-04-01 7.76013137655968
1991-05-01 7.73674863840370
1991-06-01 7.76200849839965
1991-07-01 7.56071597596603
1991-08-01 7.68365070995871
1991-09-01 7.67054646908524
1991-10-01 7.68693550310109
1991-11-01 7.62566336461369
1991-12-01 7.64995948544167
1992-01-01 7.60719841381950
1992-02-01 7.62498013847320
1992-03-01 7.61923520506414
1992-04-01 7.55975230639416
1992-05-01 7.64192669313561
1992-06-01 7.46854746627380
1992-07-01 7.56911434193952
1992-08-01 7.58583427788280
1992-09-01 7.57328750452949
1992-10-01 7.48885229032832
1992-11-01 7.32867319337244
1992-12-01 7.34509991884746
1993-01-01 7.48634709692297
1993-02-01 7.51527315653348
1993-03-01 7.52503551604539
1993-04-01 7.56453409193687
1993-05-01 7.54298697922001
1993-06-01 7.57743050928278
1993-07-01 7.68199081139625
1993-08-01 7.68255541717387
1993-09-01 7.66909340162560
1993-10-01 7.59022808958508
1993-11-01 7.72372803744070
1993-12-01 7.73622468383979
1994-01-01 7.77662828831054
1994-02-01 7.70783033271626
1994-03-01 7.72785957164195
1994-04-01 7.87629941388898
1994-05-01 7.85172368239748
1994-06-01 7.88844508309315
1994-07-01 7.78818269106101
1994-08-01 7.87704942511142
1994-09-01 7.96649553552608
1994-10-01 7.98600032313599
1994-11-01 7.81758422853095
1994-12-01 8.02759913234930
1995-01-01 8.17111845934574
1995-02-01 8.01061281663405
1995-03-01 7.92733682573866
1995-04-01 7.88381518585802
1995-05-01 7.85149157770727
1995-06-01 7.89972363945308
1995-07-01 7.89285332805300
1995-08-01 7.87836491806284
1995-09-01 7.87331719058084
1995-10-01 8.08767255032731
1995-11-01 8.00579545739529
1995-12-01 8.02336041351247
1996-01-01 8.06185341285194
1996-02-01 8.10744631456319
1996-03-01 8.11752908238905
1996-04-01 8.09793407782959
1996-05-01 8.15506906367005
1996-06-01 8.11170860058579
1996-07-01 8.09136969485614
1996-08-01 8.17632278226502
1996-09-01 8.17903813478726
1996-10-01 8.08837965348678
1996-11-01 8.09234143666265
1996-12-01 8.02205174370241
1997-01-01 8.15932650286932
1997-02-01 8.20885723456044
1997-03-01 8.30296812618438
1997-04-01 8.31147659731095
1997-05-01 8.35196007373501
1997-06-01 8.42842568341591
1997-07-01 8.48995728446941
1997-08-01 8.47171364406453
1997-09-01 8.47959348379075
1997-10-01 8.48798281318988
1997-11-01 8.57933210197167
1997-12-01 8.41965819673606
1998-01-01 8.25455073305097
1998-02-01 8.31230294698135
1998-03-01 8.28653289908672
1998-04-01 8.31531891581060
1998-05-01 8.35330563926990
1998-06-01 8.34232924466670
1998-07-01 8.37987693915749
1998-08-01 8.37547434336558
1998-09-01 8.38501509328069
1998-10-01 8.49234757037092
1998-11-01 8.57958900077260
1998-12-01 8.61839137903123
1999-01-01 8.65291516217348
1999-02-01 8.83126925628907
1999-03-01 8.88890050330469
1999-04-01 8.81360611846332
1999-05-01 8.74783276219596
1999-06-01 8.84641840463440
1999-07-01 8.87012302853977
1999-08-01 9.06902639285530
1999-09-01 8.98450911361859
1999-10-01 8.99629904225156
1999-11-01 9.08729370813387
1999-12-01 9.01933842923712
2000-01-01 9.04257105326698
2000-02-01 9.04227091979033
2000-03-01 9.09232639090040
2000-04-01 9.00152308612980
2000-05-01 8.93480740023091
2000-06-01 8.93512429509029
2000-07-01 8.96164263765321
2000-08-01 8.97976406463606
2000-09-01 8.99396530519771
2000-10-01 9.01148468335330
2000-11-01 9.01350238352332
2000-12-01 9.03160967799074
2001-01-01 9.02256515388777
2001-02-01 8.94461269725864
2001-03-01 8.88785958630082
2001-04-01 8.88168855283986
2001-05-01 8.81727325347306
2001-06-01 8.81286789400686
2001-07-01 8.85704735070949
2001-08-01 8.78500343916588
2001-09-01 8.81264211550472
2001-10-01 8.73602285235396
2001-11-01 8.65246556654511
2001-12-01 8.65249912227449
2002-01-01 8.49289491715274
2002-02-01 8.43348241132370
2002-03-01 8.47826450616465
2002-04-01 8.65912039381563
2002-05-01 8.60072838377880
2002-06-01 8.58643666955427
2002-07-01 8.54866956528379
2002-08-01 8.59704673924792
2002-09-01 8.53262225279203
2002-10-01 8.56078072755025
2002-11-01 8.58812620867807
2002-12-01 8.57411655560359
2003-01-01 8.77546827675757
2003-02-01 8.73114088798462
2003-03-01 8.77103473713634
2003-04-01 8.94243292332665
2003-05-01 8.88620329069132
2003-06-01 8.85376125130930
2003-07-01 8.83906990317176
2003-08-01 8.80284522804588
2003-09-01 8.95310877697953
2003-10-01 8.98573506119043
2003-11-01 8.81928363774104
2003-12-01 9.09463531935778
2004-01-01 9.15645846282042
2004-02-01 9.22348838690109
2004-03-01 9.25987548665476
2004-04-01 9.22668826891226
2004-05-01 9.18010580531268
2004-06-01 9.23025584655863
2004-07-01 9.23429635922848
2004-08-01 9.30759695283012
2004-09-01 9.16308891057489
2004-10-01 9.21306753355142
2004-11-01 9.13978240416960
2004-12-01 9.10440706910549
2005-01-01 8.84186338713691
2005-02-01 9.10341334250457
2005-03-01 8.93755938469013
2005-04-01 8.92107999042682
2005-05-01 8.89419846722503
2005-06-01 8.82439256889155
2005-07-01 8.83940206952874
2005-08-01 8.71460557668975
2005-09-01 8.57248561577049
2005-10-01 8.72498293042631
2005-11-01 8.74352801689267
2005-12-01 8.69447122444654
2006-01-01 8.83826545918742
2006-02-01 8.78545826498013
2006-03-01 8.82902523583680
2006-04-01 8.82547163874439
2006-05-01 9.01279751820853
2006-06-01 8.93151281124133
2006-07-01 8.83785674304789
2006-08-01 8.81343645508851
2006-09-01 8.87542320443519
2006-10-01 8.82414518461462
2006-11-01 8.83340367213157
2006-12-01 8.87328401516858
2007-01-01 8.94354197893881
2007-02-01 8.97725393008260
2007-03-01 9.03072534605564
2007-04-01 9.14099050142987
2007-05-01 9.03120560848361
2007-06-01 9.04036054819543
2007-07-01 9.03964468528857
2007-08-01 9.11138829022299
2007-09-01 9.08118815302785
2007-10-01 8.91266708211350
2007-11-01 8.90980463635766
2007-12-01 8.94636559771195
2008-01-01 8.85150694876844
2008-02-01 8.97331451215407
2008-03-01 8.84060925542221
2008-04-01 8.74586761896877
2008-05-01 8.73889434316956
2008-06-01 8.76176646632945
2008-07-01 8.94496283846408
2008-08-01 8.72198118551970
2008-09-01 8.69069369627242
2008-10-01 8.69928637278434
2008-11-01 8.57919922309755
2008-12-01 8.52791805711829
2009-01-01 8.35482878651468
2009-02-01 8.26572340990423
2009-03-01 8.14190201608774
2009-04-01 8.04484740733882
2009-05-01 8.03966971976564
2009-06-01 7.87961022546418
2009-07-01 7.95975509174832
2009-08-01 7.94267368771694
2009-09-01 7.80566474877701
2009-10-01 7.88528121592625
2009-11-01 7.85231759279645
2009-12-01 7.81573098061474
2010-01-01 7.85761710213713
2010-02-01 7.86566315476415
2010-03-01 7.84396281605616
2010-04-01 7.83955063855640
2010-05-01 7.83015776576586
2010-06-01 7.89595596580995
2010-07-01 7.86517193460697
2010-08-01 7.85813363833952
2010-09-01 7.91811507580779
2010-10-01 7.88092938672262
2010-11-01 7.93227765078877
2010-12-01 7.91346241485912
2011-01-01 7.85245654074223
2011-02-01 7.86666431135157
2011-03-01 7.83548941714201
2011-04-01 7.93710943846534
2011-05-01 7.92513600162599
2011-06-01 7.90292411141941
2011-07-01 7.97170943825121
2011-08-01 7.97136447351144
2011-09-01 8.02218297341592
2011-10-01 8.08060614118496
2011-11-01 8.12136097958687
2011-12-01 8.11334016335651
2012-01-01 8.25360331702304
2012-02-01 8.17167763451118
2012-03-01 8.22441497274049
2012-04-01 8.23469645608521
2012-05-01 8.22447194672888
2012-06-01 8.20935638690284
2012-07-01 8.07416626088095
2012-08-01 8.07344815904413
2012-09-01 8.11505212214220
2012-10-01 8.18413898174580
2012-11-01 8.42255298631160
2012-12-01 8.32285268120877
2013-01-01 8.25195220706362
2013-02-01 8.27291016451971
2013-03-01 8.30658780370262
2013-04-01 8.33732325036915
2013-05-01 8.43234437812446
2013-06-01 8.30591197663311
2013-07-01 8.37526499531619
2013-08-01 8.37097854131704
2013-09-01 8.40567089517001
2013-10-01 8.28072526651922
2013-11-01 8.33231519858699
2013-12-01 8.32984048510332
2014-01-01 8.45777394291752
2014-02-01 8.47455586761984
2014-03-01 8.49858745440223
2014-04-01 8.44337478038282
2014-05-01 8.43881123870774
2014-06-01 8.50166750053988
2014-07-01 8.56926045979099
2014-08-01 8.66559591369404
2014-09-01 8.59156487562778
2014-10-01 8.67836565995040
2014-11-01 8.64192018227790
2014-12-01 8.64307565314873
2015-01-01 8.56027665913733
2015-02-01 8.57233552474909
2015-03-01 8.59334049942204
2015-04-01 8.54366671582850
2015-05-01 8.54400918669149
2015-06-01 8.59203490127180
2015-07-01 8.56633608656514
2015-08-01 8.56766941173963
2015-09-01 8.58675037832661
2015-10-01 8.57775916004734
2015-11-01 8.55104292028637
2015-12-01 8.45226269991502
2016-01-01 8.56481552084406
2016-02-01 8.56751485101395
2016-03-01 8.49641109017407
2016-04-01 8.63482281119309
2016-05-01 8.63792204935915
2016-06-01 8.68187703576637
2016-07-01 8.66717149321909
2016-08-01 8.67719830880827
2016-09-01 8.69075370650117
2016-10-01 8.67957125690933
2016-11-01 8.65594082363248
2016-12-01 8.66476396261134
2017-01-01 8.66220562087650
2017-02-01 8.66009478949946
2017-03-01 8.59717374022335
2017-04-01 8.61688284860971
2017-05-01 8.62138421644677
2017-06-01 8.67331388985188
2017-07-01 8.77813782042646
2017-08-01 8.79623891121169
2017-09-01 8.90720971281068
2017-10-01 8.88013127810889
2017-11-01 8.95925067003710
2017-12-01 8.96963504180000
2018-01-01 8.95568282706173
2018-02-01 8.94998090458246
2018-03-01 8.99585141100038
2018-04-01 8.99953362070279
2018-05-01 9.00210935356775
2018-06-01 8.97162421162929
2018-07-01 8.69095410885563
2018-08-01 8.71460185491440
2018-09-01 8.62122674201389
2018-10-01 8.58999399580754
2018-11-01 8.56560946656315
2018-12-01 8.58023901378972
2019-01-01 8.53665243976202
2019-02-01 8.53435239609012
2019-03-01 8.48597988524506
2019-04-01 8.48496326912306
2019-05-01 8.48875219035861
2019-06-01 8.48081941759885
2019-07-01 8.40045410654856
2019-08-01 8.42558874524721
2019-09-01 8.33510022299261
2019-10-01 8.39986846128207
2019-11-01 8.37502052645922
2019-12-01 8.28389028883152
2020-01-01 8.31700178802539
2020-02-01 8.32059453659378
2020-03-01 8.27340599495630
2020-04-01 7.88246390359023
2020-05-01 7.88735864136656
2020-06-01 7.79086332753179
2020-07-01 7.90576235927158
2020-08-01 7.92497258229509
2020-09-01 8.03754176080099
2020-10-01 8.11033908692448
2020-11-01 8.08461812021778
2020-12-01 8.18935941205756
2021-01-01 8.09798975154007
2021-02-01 8.10759664377888
2021-03-01 8.16721267198757
2021-04-01 8.18483536009675
2021-05-01 8.19123582132261
2021-06-01 8.20543071018896
2021-07-01 8.20422352253405
2021-08-01 8.21893905376055
2021-09-01 8.12878730475700
2021-10-01 8.21647635666067
2021-11-01 8.29651135226243
2021-12-01 8.18772995880000
2022-01-01 8.38394147415083
2022-02-01 8.50219450977762
2022-03-01 8.46877830821579
2022-04-01 8.49411292949883
2022-05-01 8.50139879964667
2022-06-01 8.52082393899151
2022-07-01 8.59528768348372
2022-08-01 8.60529940067103
2022-09-01 8.61380001457309
2022-10-01 8.62157582833212
2022-11-01 8.70060539075626
2022-12-01 8.78324492714306
2023-01-01 8.87426121284884
2023-02-01 9.00544845052333
2023-03-01 8.98121584539526
2023-04-01 8.90558313992888
2023-05-01 8.91121294259686
2023-06-01 8.93594706864778
2023-07-01 8.88197693496669
2023-08-01 8.88866665928376
2023-09-01 8.89915971516353
2023-10-01 8.81819663038105
2023-11-01 8.80001899764870
2023-12-01 8.77505065858566
2024-01-01 8.77348532952130
2024-02-01 8.81457468806594
2024-03-01 8.69925966117756
2024-04-01 8.71903261750671
2024-05-01 8.72046010859728
2024-06-01 8.63918303122290
2024-07-01 8.67419036498239
2024-08-01 8.67451972930840
2024-09-01 8.58857524937117
2024-10-01 8.50802504497166
2024-11-01 8.39164033789366
2024-12-01 8.37214862835209
2025-01-01 8.27761258261476
2025-02-01 8.22057346170968
2025-03-01 8.21913800521228
2025-04-01 8.22823320707533
2025-05-01 8.22508257274962
2025-06-01 8.23992036012543
2025-07-01 8.27047045784545
2025-08-01 8.26709592728455
2025-09-01 8.28078577963411
2025-10-01 8.39417803335260
2025-11-01 8.38395907147566
2025-12-01 8.36708887389602
2026-01-01 8.38408861228721
2026-02-01 8.33023928524687
2026-03-01 8.33255146853184
2026-04-01 8.33455657662488
2026-05-01 8.32921485339065

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